CHOSUN

A Study on LED Lighting Control according to Sleep Stage using PPG Sensor of Wearable Device

Metadata Downloads
Author(s)
Jeong Sang Song Tae Yeun Kim Sang Hyun Bae
Issued Date
2019
Keyword
LED Lighting Control System PPG Sensor Sleep Stage Wearable Device
Abstract
Recently, as the sleep disorder problem of modern people deepens, the interest towards quality of sleep is increasing. To increase the quality of modern people's sleep. This paper has suggested an LED lighting control system according to the sleep stage using PPG sensors of wearable devices. The pulse of the wrist radial artery was measured using a wearable device mounted with PPG sensor, which enables heart rate-measuring, and by using the point that heart rate lowers during stable sleep than non-sleeping, the LED lighting of indoors was controlled, which is the disturbing element when sleeping. For the performance evaluation, a 10-Fold cross analysis was conducted for performance evaluation, and a result of an average accuracy 87.02% was obtained as a result. Therefore, the LED lighting control system according to the sleep stage using a wearable device of this paper is expected to contribute to raise the quality of the user's life.
Publisher
조선대학교 기초과학연구원
Citation
Jeong Sang Song. (2019). A Study on LED Lighting Control according to Sleep Stage using PPG Sensor of Wearable Device, 조선자연과학논문집 | Vol.12, No.1 p.9 ~ p.13
Type
Laboratory article
ISSN
2005-1042
URI
https://oak.chosun.ac.kr/handle/2020.oak/16434
http://www.chosun.ac.kr/user/indexSub.do?codyMenuSeq=24427455&siteId=ricns&dum=dum&boardId=175013&page=1&command=view&boardSeq=291765&categoryId=291758&categoryDepth=00130001
Appears in Collections:
2019 > Vol.12, No.1
Authorize & License
  • AuthorizeOpen
Files in This Item:

Items in Repository are protected by copyright, with all rights reserved, unless otherwise indicated.